895 citations · 5.3k across the 104 of their papers we have counts for
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Iteration Complexity Analysis of Block Coordinate Descent Methods
Mingyi Hong, Xiangfeng Wang, Meisam Razaviyayn +1
In this paper, we provide a unified iteration complexity analysis for a family of general block coordinate descent (BCD) methods, covering popular methods such as the block coordin…
Solving Multiple-Block Separable Convex Minimization Problems Using Two-Block Alternating Direction Method of Multipliers
Xiangfeng Wang, Mingyi Hong, Shiqian Ma +1
In this paper, we consider solving multiple-block separable convex minimization problems using alternating direction method of multipliers (ADMM). Motivated by the fact that the ex…
Semidefinite approximation for mixed binary quadratically constrained quadratic programs
Zi Xu, Mingyi Hong, Zhi-Quan Luo
Motivated by applications in wireless communications, this paper develops semidefinite programming (SDP) relaxation techniques for some mixed binary quadratically constrained quadr…